ACULA, Donata D.

ACULA, Donata D.

ACULA, Donata D.

Academic Qualifications

Research Highlights

Research Interests

Academic Qualifications

Degrees

  • Doctor of Philosophy in Mathematics Education (Centro Escolar University – Manila, Philippines)
  • Master of Science in Mathematics (Eulogio “Amang” Rodriguez Institute of Science and Technology – Manila, Philippines), 2008
  • Bachelor of Science in Mathematics, with option in Teaching (Polytechnic University of the Philippines – Manila, Philippines), 2002

Research Highlights

  • Development of Enhanced Hidden Markov Model  and Its Application in the Prediction of Stock Price

Research Interests

  • Data Mining, Analysis and Visualization
  • Machine Learning
  • Image Processing

Courses Handled

Major Recognitions

Professional Activities

Courses Handled

Major Recognitions

  • Best Conference Paper Award– 2016 IEEE International Conference on Applied System Innovation (ICASI), Okinawa, Japan, June 2016
  • Best Paper Presentation Award – 2018 3rd International Conference on Computer and Communication Systems (ICCCS), Nagoya, Japan , April 2018
  • Best Conference Paper Award – 2nd IEEE International Conference on Knowledge Innovation and Invention 2019 (ICKII), Seoul, South Korea, July 2019

Professional Activities

  • Member- Mathematical Society of the Philippines (NCR & National)
  • Professional Member – Association for Computing Machinery
  • Reviewer/Member of Technical Committee, 4th International Conference on Computer and   Communications Systems (ICCCS 2019); 7th International Conference on Smart Computing and Communications (ICSCC 2019); 3rd  International Conference on Computer Science and Application Engineering (ICCSAE 2019)

Selected Publications

Selected Publications

  • J. A. Cabrera, C. A. P. Legaspi, E. J. G. Papa, R. D. Samonte and D. D. Acula, “HeMatic: An automated leukemia detector with separation of overlapping blood cells through Image Processing and Genetic Algorithm,2017 International Conference on Applied System Innovation (ICASI), Sapporo, 2017, pp. 985-987. Publisher: IEEE, DOI: 10.1109/ICASI.2017.7988618
  • C. Cirineo, R. Q. Escaro, C. D. Y. Silerio, J. B. B. Teotico and D. D. Acula, “MarkToLock: An image masking security application via insertion of invisible watermark using steganography and Advanced Encryption Standard (AES) algorithm,2017 International Conference on Applied System Innovation (ICASI), Sapporo, 2017, pp. 995-997.Publisher: IEEE, DOI: 10.1109/ICASI.2017.7988620
  • L. V. Alquisola, D. J. A. Coronel, B. M. F. Reolope, J. N. A. Roque and D. D. Acula, “Prediction and Visualization of the Disaster Risks in the Philippines Using Discrete Wavelet Transform (DWT), Autoregressive Integrated Moving Average (ARIMA), and Artificial Neural Network (ANN),” 2018 3rd International Conference on Computer and Communication Systems (ICCCS), Nagoya, 2018, pp. 146-149. Publisher: IEEE, DOI: 10.1109/CCOMS.2018.8463238
  • R. Matsuoka, G. A. R. Sandoval, L. P. Q. Say, J. S. Y. Teng and D. D. Acula, “Enhanced Intelligent Character Recognition (ICR) Approach Using Diagonal Feature Extraction and Euler Number as Classifier with Modified One-Pixel Width Character Segmentation Algorithm,2018 International Conference on Platform Technology and Service (PlatCon), Jeju, 2018, pp. 1-6. Publisher: IEEE, DOI: 10.1109/PlatCon.2018.8472740
  • Albances, B. A. Bungar, J. P. Patio, R. J. Marty Sevilla and D. Acula, “Application of C5.0 Algorithm to Flu Prediction Using Twitter Data,2018 International Conference on Platform Technology and Service (PlatCon), Jeju, 2018, pp. 1-6. Publisher: IEEE, DOI: 10.1109/PlatCon.2018.8472737
  • D. Acula, L. A. C. Oblan, T. B. Pedroso, K. J. V. Riosa and M. A. R. Tolibas, “Implementing Fact-Checking in Journalistic Articles Shared on Social Media in the Philippines Using Knowledge Graphs2018 3rd International Conference on Computer and Communication Systems (ICCCS), Nagoya, 2018, pp. 462-466. Publisher: IEEE, DOI: 10.1109/CCOMS.2018.8463282
  • A. C. Atienza, J. R. A. T. Jao, J. A. D. S. Angeles, E. L. T. Singzon and D. D. Acula,Prediction and Visualization of Electricity Consumption in the Philippines Using Artificial Neural Networks, Particle Swarm Optimization, and Autoregressive Integrated Moving Average,” 2018 3rd International Conference on Computer and Communication Systems (ICCCS), Nagoya, 2018, pp. 135-138.Publisher: IEEE, DOI: 10.1109/CCOMS.2018.8463351

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